Update README.md

README.md

@@ -58,8 +58,8 @@ from datasets import load_dataset
 data = load_dataset("NbAiLab/NPSC", config="16K_mp3_bokmaal", streaming=True)
 ```
 
-### Dataset Summary
-The NPSC dataset contains json lines with language training data. Here is an example json line:
+## Dataset Summary
+The NPSC dataset contains JSON lines with language training data. The data loader will add audio data to this structure. Here is an example json object.:
 ```json
 {
 "sentence_id": 49853,
@@ -76,27 +76,24 @@ The NPSC dataset contains json lines with language training data. Here is an exa
 "translated": 1,
 "audio": {"path": "audio/20170110-095504_320246_323590.wav","array": [.......]}
 }
-!!!PES: Not all the fields above and below correspond to what is actually found
-in the json files. It would be good if you could correct this. When you have, I can
-add further descriptions of the fields where needed.!!!
 
 ```
-## Data Fields (!!!!We really need a descrption here - and maybe some cleaning!!!)
+## Data Fields
 |**Key** | **Type** | **Description** |
 |:-----------|:------------|:------------|
-|**sentence_id:** | Integer | String with id to source of line and a unique identifier|
-|**sentence_order** | String |  with order of sentence |
-|**speaker id** | Integer | id of speaker |
-| **speaker_name** | String  | name of speaker |
-| **sentence_text** | String | sentence text |
-| **sentence_language_code** | String | sentence text (!!!LIST ALL ALTERNATIVES!!!)|
+|**sentence_id:** | Integer | String with id to source of line and a unique identifier ????|
+|**sentence_order** | String | The order of sentence ???|
+|**speaker id** | Integer | The ID of the speaker. This can be linked to the original dataset containing thorough demographic information about the speaker. |
+| **speaker_name** | String  | Name of the speaker. All speakers are members of the Norwegian Parliament. |
+| **sentence_text** | String | The sentence text. |
+| **sentence_language_code** | String | The language code of the sentence. The following alternatives exists in the file: ['nb-NO'. 'nn-NO', 'en??]|
 | **text** | String | sentence text. This is a copy of "sentence_text". It is included here to make it more convenient to interleave with other datasets.|
-| **start_time** | Integer | start time |
-| **end_time** | Integer | end time |
-| **normsentence_text** | String | normalised sentence text |
-| **transsentence_text** | String | translated sentence text |
-| **translated** | Integer | text translated |
-| **audio** | Array | Encoded audio with 'path', 'array','sampling_rate' |
+| **start_time** | Integer | The start time of the sentence. This time is relative to the day of the meeting.  |
+| **end_time** | Integer | End time. See comment above. |
+| **normsentence_text** | String | Normalised sentence text. This is !!! |
+| **transsentence_text** | String | Translated sentence text. This is !!! |
+| **translated** | Integer | A flag indicating if.... |
+| **audio** | Array | The dataloader will encode the accociated audio files and provide them as an array containing 'path', 'sound array','sampling_rate' |